Data Science

The suite of course options are designed for ICT professionals who wish to develop skills to support careers in Data Science, Data Engineering. Specialist study areas include big data programming, machine learning, data analytics, AI, Data Programming and Visualisation, Python, R Studio and much more.

Accredited digital transformation courses

delivered by UCD, ATU Sligo and TU Dublin

About Data Science

The suite of course options are designed for ICT professionals who wish to develop skills to support careers in Data Science, Data Engineering. Specialist study areas include big data programming, machine learning, data analytics, AI, Data Programming and Visualisation, Python, R Studio and much more.

CPD modules in this course theme

Introduction to Data Analytics

Delivered by University College Dublin

Introduction to probability and statistical inference, focusing on understanding concepts and methodologies.

  • Starts September 2022
  • Online Teaching
  • 5 Credits
  • NFQ Level 9
  • Course Option Module
  • Course Fees: €875.00

Data Prog with R

Delivered by University College Dublin

Begineers introduction to the open-source statistical programming language R, and how to build programmes and handle datasets

  • Starts September 2022
  • Online Teaching
  • 5 Credits
  • NFQ Level 9
  • Course Option Module
  • Course Fees: €875.00

Data Programming with Python

Delivered by University College Dublin

Learn how to manipulate data and perform statistical analysis using Python.

  • Starts September 2022
  • Online Teaching
  • 5 Credits
  • NFQ Level 9
  • Course Option Module
  • Course Fees: €875.00

Predictive Analysis 1

Delivered by University College Dublin

The module uses a variety of real-world examples to illustrate the use of different data analytical techniques and regression models, covering both theoretical and practical considerations.

  • Starts September 2022
  • Online Teaching
  • 5 Credits
  • NFQ Level 9
  • Course Fees: €875.00

Monte Carlo

Delivered by University College Dublin

Introduction to computationally intensive modern Statistical methods, including concepts and methods involved in simulating from distributions using R.

  • Starts September 2022
  • Online Teaching
  • 5 Credits
  • NFQ Level 9
  • Course Fees: €875.00

Time Series

Delivered by University College Dublin

This module/course delivers the basic techniques in Time Series Analysis. This course will mainly focus on examples in the world of economics and finance.

  • Starts September 2022
  • Online Teaching
  • 5 Credits
  • NFQ Level 9
  • Course Fees: €875.00

Machine Learning

Delivered by Atlantic Technological University

Learn about machine learning, Deep Learning and Convolutional Neural Networks for use in computer vision tasks

  • Starts September 2022
  • Online Teaching
  • 5 Credits
  • NFQ Level 9
  • Course Fees: €750

Applied Linear Algebra

Delivered by Atlantic Technological University

Gain expertise in interpreting linear algebra models used in the engineering literature to model problems

  • Starts September 2022
  • Online Teaching
  • 5 Credits
  • NFQ Level 9
  • Course Fees: €750

Data Analytics and Visualisation

Delivered by Atlantic Technological University

Learn about machine learning, Deep Learning & Convolutional Neural Networks for use in computer vision tasks

  • Starts September 2022
  • Online Teaching
  • 5 Credits
  • NFQ Level 9
  • Course Fees: €750

Statistical Machine Learning

Delivered by University College Dublin

This course delivers a collection of techniques for discovering patterns in data and making predictions at the intersection of Machine Learning and Statistics.

  • Starts January 2023
  • Online Teaching
  • 5 Credits
  • NFQ Level 9
  • Course Fees: €875.00

Bayesian Analysis (online)

Delivered by University College Dublin

This course will provide an introduction to Bayesian analysis with an emphasis on concepts in Bayesian theory and practice, focusing on statistical programming (Stan programming language).

  • Starts January 2023
  • Online Teaching
  • 5 Credits
  • NFQ Level 9
  • Course Fees: €875.00

Multivariate Analysis

Delivered by University College Dublin

This module will cover many common statistical techniques used to analyse high dimensional data (including: clustering techniques; classification techniques; ordination techniques; etc) using R software.

  • Starts January 2023
  • Online Teaching
  • 5 Credits
  • NFQ Level 9
  • Course Fees: €875.00

Machine Learning and AI

Delivered by University College Dublin

The module makes predictions from data with a focus on efficiency and optimization with respect to prediction accuracy, self-tuning and adaption (Follow on from STAT30270/STAT40750 modules).

  • Starts January 2023
  • Online Teaching
  • 5 Credits
  • NFQ Level 9
  • Course Fees: €875.00

Inference for Data Analysis (online)

Delivered by University College Dublin

This module explores the purposes of statistical inference and learning from data (what, how, why). Covering: probability, random variables, likelihoods, comparing methods and how to critically assess them.

  • Starts January 2023
  • Online Teaching
  • 5 Credits
  • NFQ Level 8
  • Course Fees: €875.00

Advanced Predictive Analysis (online)

Delivered by University College Dublin

This module covers advanced predictive analysis techniques including: linear regression, weighted least squares, ridge regression, mixed effects models, generalized linear models, amongst others.

  • Starts January 2023
  • Online Teaching
  • 5 Credits
  • NFQ Level 9
  • Course Fees: €875.00

Data Programming with C

Delivered by University College Dublin

Covers the essence of programming with data using the languages C and C++, focus on incorporating such code into the R statistical environment.

  • Starts May 2022
  • Online Teaching
  • 5 Credits
  • NFQ Level 9
  • Course Fees: €875.00

Data Programming with SAS

Delivered by University College Dublin

Focuses on how to manipulate data and perform statistical calculations using SAS.

  • Starts May 2022
  • Online Teaching
  • 5 Credits
  • NFQ Level 9
  • Course Fees: €875.00

Adv. Data Prog. with R

Delivered by University College Dublin

Covers advanced use of R and Rstudio, following on from the Data Programming with R module.

  • Starts May 2022
  • Online Teaching
  • 5 Credits
  • NFQ Level 9
  • Course Fees: €875.00

Statistical Network Analysis (online)

Delivered by University College Dublin

Focuses on the analysis of relational data and reviews the available methodologies and algorithms that can be employed to model network interactions.

  • Starts May 2022
  • Online Teaching
  • 5 Credits
  • NFQ Level 9
  • Course Fees: €875.00

Stochastic Models

Delivered by University College Dublin

Covers the principles behind, and key characteristics, of stochastic models in real-world applications

  • Starts May 2022
  • Online Teaching
  • 5 Credits
  • NFQ Level 9
  • Course Fees: €875.00

Advanced Bayesian Analysis

Delivered by University College Dublin

Focuses on how to build complex models based on prior beliefs and how to use cutting edge computational methods

  • Starts May 2022
  • Online Teaching
  • 5 Credits
  • NFQ Level 9
  • Course Fees: €875.00

MSc Data Analytics

Delivered by University College Dublin

The Programme in Data Analytics will equip you with the skills necessary to understand and analyse large data sets. Techniquies applicable to ICT, pharma and financial services sectors amongst others.

  • Starts September 2022
  • Online Teaching
  • 90 Credits
  • NFQ Level 9
  • Course Fees: €12,618

MEng in Connected and Autonomous Vehicles

Delivered by ATU, Sligo

This Masters Degree specialises in the design and development of Advanced Driver Assistance Systems, the underlaying technology of smart and autonomous vehicles. 

  • Starts September 2022
  • Online Teaching
  • 90 Credits
  • NFQ Level 9
  • Course Fees: €11,000

Professional Diploma in Data Analytics

Delivered by University College Dublin

The Programme in Data Analytics is at the crossroads between statistics and computer science, and contain elements of both. Students who perform well on the Professional Diploma may apply to transfer to  online MSc Data Analytics.

 

  • Starts September 2022
  • Online Teaching
  • 20 Credits
  • NFQ Level 9
  • Course Fees: €3,802.00

ADAS and Autonomous System Architecture

Delivered by Atlantic Technological University

ADAS provides the learner with an appreciation for the bigger picture of the automotive industry. The student will gain an understanding of the multi-disciplinary nature of the industry. 

  • Starts September 2022
  • Online Teaching
  • 5 Credits
  • NFQ Level 9
  • Course Fees: €750

Environment Detection

Delivered by Atlantic Technological University

This module investigates the physical and technical foundations, strengths and weaknesses of sensors for advanced driver assistance systems and their applications in environment detection in automotive vehicles

  • Starts September 2022
  • Online Teaching
  • 5 Credits
  • NFQ Level 9
  • Course Fees: €750

C Programming 101

Delivered by Atlantic Technological University

An introductory course in C programming for the PC. Covering the C compiler, variables, operators, decision statements, iteration loops, arrays and strings

  • Starts September 2022
  • Online Teaching
  • 5 Credits
  • NFQ Level 6
  • Course Fees: €550

Vehicle Dynamics and Control

Delivered by Atlantic Technological University

This module involves modelling and analysis of vehicle dynamics including drag, tyre friction and vibration and the effect of these on the vehicle perfomance and driver experience. 

  • Starts September 2022
  • Online Teaching
  • 5 Credits
  • NFQ Level 9
  • Course Fees: €750

Why study with us?
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Taught by academic experts

Learn from 3 of Ireland’s leading universities with world renowned academic staff.

Accredited qualifications aligned to NFQ

Our courses and modules range from levels 6 to 9 on the NFQ framework.

A wide range of study areas

Select from 11 key themes across Digital Transformation.

Partnered with Industry Partners

Our corporate network is innovative and expansive across many sectors.

Flexible Study Options

Choose from a range of online, on-campus and blended learning modes designed to suit your needs.

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